Table 2.
Factor loading of items in the SHAIP tool.
| AI-IQ Items | Factor 1 Perception of professional impact | Factor 2 Perception of Preparedness for AI | Mean | SD |
|---|---|---|---|---|
| Item 1. I believe that the use of AI in my specialty could improve the delivery of patient care | .765 | 3.38 | 1.039 | |
| Item 2. I believe that the use of AI in my specialty could improve clinical decision making | .770 | 3.44 | 1.026 | |
| Item 3. I believe that AI can improve population health outcomes | .702 | 3.66 | .866 | |
| Item 4. I believe that AI will change my role as a healthcare professional in the future | .655 | 3.74 | .970 | |
| Item 5. I believe that the introduction of AI will reduce financial cost associated with my role | .452 | 2.99 | .890 | |
| Item 6. I believe that overall healthcare professionals are prepared for the introduction of AI technology | .579 | 2.32 | 1.031 | |
| Item 7. I believe that one day AI may take over part of my role as a healthcare professional | .428 | 3.00 | 1.097 | |
| Item 8. I believe that I have been adequately trained to use AI that is specific to my role. | .576 | 2.25 | 1.058 | |
| Item 9. I believe there is an ethical framework in place for the use of AI technology in my workplace | .672 | 2.66 | .903 | |
| Item 10. I believe that should AI technology make an error; full responsibility lies with the healthcare professional | .362 | 2.79 | 1.138 | |
| Total variance % | 35.821 | 15.925 | ||
| Mean of mean Scale Score | 3.37 | 2.67 |